Jonathan Cheng Email & Phone Number

Taipei, Taipei City, Taiwan

• Compared effectiveness of autoencoders, VAE, and GAN on diabetes prediction data; optimized accuracy of compression-reconstruction data within 2.5% from raw data.• Implemented YOLOv5 and v7 for comparative analysis in detecting blooming orchids in images.• Applied advanced data pre-processing techniques to cybersecurity programming competition data from NHANES, ensuring data integrity and confidentiality.• Conducted comparative analysis on topics regarding federated learning in cybersecurity through implementing and optimizing pseudo-code from different research papers to assess performance against existing models.

Taipei, Taipei City, Taiwan

• Led the implementation of survey question logic, text structure, and styles for online surveys using HTML, CSS, and Python to gain actionable consumer insights with over USD 100,000/year revenue generated.• Developed semantic automation tool utilizing the BERT model by clustering web crawler, saving 90% of label processing time per project with 85%+ accuracy rate; regionwide deployment scheduled by Q1 2023. • Localized a new analytic model for brand loyalty from Vietnam Nielsen with ensured data connection and client’s need fulfillment; awarded Worker of the Month for Inclusivity in Q1 2022.

Master'S Degree, Computer Science

Bachelor'S Degree, Sociology

Bachelor'S Degree, History